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Development of a Cellular Automata-based model approach for sustainable planning of affordable housing projects: an application case study in Algiers

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  • Hadj Ali, Célia
  • Roy, Damien
  • Amireche, Louisa
  • Antoni, Jean-Philipe

Abstract

Being considered as a basic necessity and a key element in the development of sustainable communities, housing is a major concern for the Algerian government. Algiers is facing for the last years a challenging housing shortage and as a way to overcome this problem, many housing projects have been launched. However, the pressing need to address this crisis has disregarded what the pattern of landscape will be, how the existing infrastructures will accommodate with such housing projects and how they will impact on human well-being. This research aims to advance the challenges of planning for sustainability by proposing a methodological approach in a context of high lack of data to support decision-makers in the elaboration of affordable housing projects. The main objective is to trade off urban growth with residential satisfaction and the preservation of natural resources. We developed two Cellular Automata (CA) based residential development scenarios to identify suitable locations for future affordable housing projects: Urban densification scenario (UD) and Constrained urban sprawl scenario (CUS). Both scenarios are based on indicators of residential preferences and measures taken in order to counter the negative effects of urbanization. Results reveal the low capacity of Algiers to meet the housing shortage according to the conditions set for each scenario. The scenarios were evaluated by quantifying their spatial patterns using a preselected set of six class-level landscape metrics. Results show a combination of aggregated and dispersed patterns growth for both scenarios meeting trade-offs among the advantages and the challenges of urban densification and urban sprawl. Then, Standard deviation and regression analysis were conducted to assess the accuracy of CA simulation and the evaluation of pattern changes in the simulated scenarios. The resulting values indicate the good performance of CA and confirm its effectiveness in predicting the future locations of housing projects.

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  • Hadj Ali, Célia & Roy, Damien & Amireche, Louisa & Antoni, Jean-Philipe, 2023. "Development of a Cellular Automata-based model approach for sustainable planning of affordable housing projects: an application case study in Algiers," Land Use Policy, Elsevier, vol. 125(C).
    • Handle: RePEc:eee:lauspo:v:125:y:2023:i:c:s0264837722004951
    DOI: 10.1016/j.landusepol.2022.106468
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    References listed on IDEAS

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    1. Pissourios, Ioannis A., 2019. "Survey methodologies of urban land uses: An oddment of the past, or a gap in contemporary planning theory?," Land Use Policy, Elsevier, vol. 83(C), pages 403-411.
    2. Fatima Chaguetmi & Mohamed Derradji, 2020. "Assessment of the environmental quality of neighbourhoods in the context of sustainable development: case of the Plain West in Annaba, Algeria," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(5), pages 4563-4588, June.
    3. Zhang, Yan & Chang, Xia & Liu, Yanfang & Lu, Yanchi & Wang, Yiheng & Liu, Yaolin, 2021. "Urban expansion simulation under constraint of multiple ecosystem services (MESs) based on cellular automata (CA)-Markov model: Scenario analysis and policy implications," Land Use Policy, Elsevier, vol. 108(C).
    4. Keri-Nicole Dillman & Keren Mertens Horn & Ann Verrilli, 2017. "The What, Where, and When of Place-Based Housing Policy’s Neighborhood Effects," Housing Policy Debate, Taylor & Francis Journals, vol. 27(2), pages 282-305, March.
    5. Judith Westerink & Dagmar Haase & Annette Bauer & Joe Ravetz & Françoise Jarrige & Carmen B.E. M. Aalbers, 2013. "Dealing with Sustainability Trade-Offs of the Compact City in Peri-Urban Planning Across European City Regions," European Planning Studies, Taylor & Francis Journals, vol. 21(4), pages 473-497, April.
    6. Paul Draus & Dagmar Haase & Jacob Napieralski & Alec Sparks & Salman Qureshi & Juliette Roddy, 2020. "Wastelands, Greenways and Gentrification: Introducing a Comparative Framework with a Focus on Detroit, USA," Sustainability, MDPI, vol. 12(15), pages 1-17, July.
    7. Jinming Yang & Shimei Li & Huicui Lu, 2019. "Quantitative Influence of Land-Use Changes and Urban Expansion Intensity on Landscape Pattern in Qingdao, China: Implications for Urban Sustainability," Sustainability, MDPI, vol. 11(21), pages 1-18, November.
    8. Hocine, Mohamed, 2021. "Proposing SMaR²T-ATi, an assessment tool for urban sustainable development and experimentation on Eucalyptus municipal territory, Algiers province," Land Use Policy, Elsevier, vol. 101(C).
    9. Caplan, Arthur J. & Akhundjanov, Sherzod B. & Toll, Kristopher, 2021. "Measuring heterogeneous preferences for residential amenities," Regional Science and Urban Economics, Elsevier, vol. 87(C).
    10. Aliyu Ibrahim Saidu & Chunho Yeom, 2020. "Success Criteria Evaluation for a Sustainable and Affordable Housing Model: A Case for Improving Household Welfare in Nigeria Cities," Sustainability, MDPI, vol. 12(2), pages 1-16, January.
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    1. Michelle A. Ruíz & Yazmin L. Mack-Vergara, 2023. "Resilient and Sustainable Housing Models against Climate Change: A Review," Sustainability, MDPI, vol. 15(18), pages 1-14, September.

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